Чем предстоит заниматься
Collect, preprocess, and analyze large datasets to identify patterns and features
Develop and apply machine learning algorithms to improve diagnosis accuracy and reduce false positives
Work with cross-functional teams, including radiologists, medical professionals, and software engineers, to develop and test new algorithms and models
Design and develop software tools and frameworks to automate the processing and analysis of medical images
Implement deep learning architectures for image analysis and classification tasks
Participate in the design and implementation of clinical studies to evaluate the performance of developed algorithms and models
Ensure that developed models and algorithms meet regulatory and quality standards
Keep up-to-date with the latest trends and technologies in the field of medical imaging and data science